Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9946646 0.9506098 0.7576897
bt 0.9722053 0.8526423 0.4890975
maxnet 0.9111280 0.6851626 NA
gam 0.9192073 0.7217480 0.2883154
glm 0.9076220 0.6918699 0.3021675

Variable Importance

Partial Dependence